MODEL INDEX.
MODEL REFERENCE / deepseek-ai

deepseek-ai/DeepSeek-V4-Pro

DeepSeek V4 flagship MoE (1.6T total / 49B active) with hybrid CSA+HCA attention, manifold-constrained hyper-connections, Muon-trained on 32T+ tokens, and three-tier reasoning.

Frontier 1.6T/49B reasoning MoE with native FP4+FP8 weights, MTP and DSpark speculative decoding, and 1M-token context

vLLMSGLangmoe1600B / 49B1,048,576 ctxvLLM 0.20.0+text
02 / Configure

Configure serving

Choose engine, hardware and deployment options. The command updates as you go.

03 / Understand

Technical notes

Model notes and examples